Update:
In latest TLT 3.0-py3 version , detectnet_v2 does not need to resize images offline. TLT provides below ways for end user.
See https://docs.nvidia.com/tlt/tlt-user-guide/text/object_detection/detectnet_v2.html#input-requirement
The
traintool does not support training on images of multiple resolutions. However, the dataloader does support resizing images to the input resolution defined in the specification file. This can be enabled by setting theenable_auto_resizeparameter totruein theaugmentation_configmodule of the spec file.